FairLens AI: An Intelligent Dashboard for Automated Bias Auditing
FairLens AI is a new SaaS platform designed for automated bias auditing in datasets. It allows users to upload CSV files and receive insights into fairness metrics, including an overall fairness score and actionable recommendations. The project evolved from a static mockup to a fully functional tool with the integration of advanced AI technologies.
- ▪FairLens AI helps identify and mitigate hidden biases in datasets before training machine learning models.
- ▪Users can upload datasets and receive instant insights visualized through an interactive dashboard.
- ▪The platform uses AI to calculate complex fairness metrics and provides actionable recommendations.
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try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3780777) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Bibhu Pradhan Posted on May 26 FairLens AI: An Intelligent Dashboard for Automated Bias Auditing #devchallenge #githubchallenge #dataengineering #ai GitHub “Finish-Up-A-Thon” Challenge Submission This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built FairLens AI is a premium, high-end SaaS platform designed for AI-powered bias auditing.
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